TODO

necasary for v0.1.0

✔ Everything docstringed!

✔ Coding style tests (flake8, black, isort and mypy)

✔ Make functions more modular and move typing out of the big typing folder

✔ Finish examples

Needed for full version

✔ community detection

✔ graph embeddings - text embeddings

✔ graph querying

✔ test with GPU

quality improvements

✔ OpenAI communication

✔ structured output, e.g. force Json

(https://til.simonwillison.net/llms/llama-cpp-python-grammars)

✔ Async

• graph embeddings - node2vec

• Find semantically similar nodes and combine them

• graph visualization

• different chunking strategies

• extract claims coupled to graph entities